
Assoc. Prof. Dr. EMRE ÖZBİLGE
Faculty of Engineering
E-mail
eozbilge@ciu.edu.tr
Telephone number
+90 392 671 11 11
Extension
2456
Office
Other information
CURRICULUM VITAE
Education
- University of Ulster Computing and Engineering (PhD, 2014)
- University of Essex Computer Science (Master, 2008)
- University of Sussex Intelligent Systems (Master, 2007)
- Eastern Mediterranean University Computer Engineering (Undergraduate, 2006)
Publications
Articles published in other peer reviewed international journals
- Enhancing educational environments with Social Media Feedback Evaluation Employing Hybrid Neutrosophic Decision Optimization (HNDO) and Neutrosophic Sentiment Fusion (NSF) - 2025
- Logarithmic neutrosophic logical communicated to basic interaction aggregating operators using various finite weighted with extension - 2025
- Robust Plant Disease Recognition Using a Neutrosophic-Enhanced, RBF-Based Stacked Ensemble of ConvNeXt and Classical CNN Models - 2025
- Detection of Keratoconus through YOLOv8 Region of Interest Preprocessing and Pre-trained Convolutional Neural Networks Using 2D Images - 2025
- On embedding family of numerical scheme for solving non-linear equations with engineering applications - 2024
- An mcdm approach on einstein aggregation operators under bipolar linear diophantine fuzzy hypersoft set - 2024
- Extending the concepts of complex interval valued neutrosophic subbisemiring of bisemiring - 2024
- Determination of the unknown source function in time fractional parabolic equation with Dirichlet boundary conditions - 2016
Articles published in peer reviewed international journals (SCI,SSCI,Arts and Humanities)
- Ensembling object detection models for robust and reliable malaria parasite detection in thin blood smear microscopic images - 2024
- Determination of medical emergency via new intuitionistic fuzzy correlation measures based on Spearman’s correlation coefficient - 2024
- Fusion of Novelty Detectors Using Deep and Local Invariant Visual Features for Inspection Task - 2022
- Artificial intelligence-assisted RT-PCR detection model for rapid and reliable diagnosis of COVID-19 - 2022
- Tomato disease recognition using a compact convolutional neural network - 2022
- Inverse problem for a time fractional parabolic equation with nonlocal boundary conditions - 2022
- Modelling and analysis of IoT technology using neural networks in agriculture environment - 2020
- Experiments in online expectation-based novelty-detection using 3D shape and colour perceptions for mobile robot inspection - 2019
- On-line expectation-based novelty detection for mobile robots - 2016
Articles published in National journals
- Wind Speed Prediction Using Deep Recurrent Neural Networks and Farm Platform Features for One-Hour-Ahead Forecast - 2024
- Skin Cancer Recognition Using Compact Deep Convolutional Neural Network - 2023
Papers presented in international conferences and printed as proceedings
- Cryptocurrency Prediction Using Deep Recurrent Neural Networks - 2024
- Use of artificial intelligence on rapid COVID-19 diagnosis using real-time polymerase chain reaction data - 2022
- Plant Disease Identification Through Deep Learning - 2021
- Automated malaria parasite detection using artificial neural network - 2020
- Detecting static and dynamic novelties using dynamic neural network - 2017
- Novelty Detection in Static and Dynamic Environments - 2010
- Expectation-Based Novelty Detection in Mobile Robotics - 2009
Papers presented in National conferences and printed as proceedings
- Comparative Analysis of Deep Recurrent Neural Networks for Speech Recognition - 2024
- Detection of Plasmodium parasites using a deep learning model from images obtained from thin blood smears: pilot study data - 2023
- Machine learning-assisted rapid cervical human papillomavirus genotyping - 2023
- Analysis and Modelling of Meteorological Sensory Signals for One-Hour-Ahead Wind Speed Forecasting using Dynamic Neural Networks - 2022
Thesis Supervision
Master Thesis Supervised
- Big Data Management in Digital Music: Music Genre Classification - 2024
- Speech Recognition using Recurrent Neural Network and Convolutional Neural Network - 2024
- Application of Machine Learning Algorithms to Predict Cryptocurrency Prices - 2024
- Skin Cancer Identification Through Deep Ensemble Learning - 2024
- Aggregation of UNet-Based Pre-Trained Deep Convolutional Models with Evolution Strategy - 2024
- Skin Cancer Recognition using Deep Convolutional Neural Network - 2023
- Malaria Detection using Machine Learning - 2023
- Online Bus Tracking System for CIU - 2021
- Task Identification and Comparison of Robot Controllers Through System Identification Techniques - 2008
- Simulation of RoboCup Soccer: Individual Player Strategies - 2007
Doctorate Thesis Supervised
- Expectation-Based Novelty Detection for Mobile Robots - 2013
Research Areas
- Machine Learning
- Artificial Intelligence
- Deep Learning
- Computer Vision & Image Processing